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Adaptive Filter Theory
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Simon Haykin
Haykin examines both the mathematical theory behind various linear adaptive filters with finite-duration impulse response (FIR) and the elements of supervised neural networks. This edition has been updated and refined to keep current with the field and develop concepts in as unified and accessible a manner as possible. It: introduces a completely ...
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Communication Systems
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Simon Haykin
This best-selling, easy to read book offers the most complete discussion on the theories and principles behind today's most advanced communications systems. Throughout, Haykin emphasizes the statistical underpinnings of communication theory in a complete and detailed manner. Readers are guided though topics ranging from pulse modulation and ...
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Signals and Systems
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Simon Haykin, Barry Van Veen, Barry Van Veen
This text introduces the concepts and techniques used in the study of signals and linear systems. It illustrates how these techniques are applied in solving problems in digital signal processing, communication systems, and control systems and provides an integrated and balanced treatment of continuous-time and discrete-time concepts as is ...
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An Introduction to Analog and Digital Communications
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Simon Haykin
The second edition of this accessible book provides readers with an introductory treatment of communication theory as applied to the transmission of information-bearing signals. While it covers analog communications, the emphasis is placed on digital technology. It begins by presenting the functional blocks that constitute the transmitter and ...
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Neural Networks and Learning Machines
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Simon Haykin
For graduate-level neural network courses offered in the departments of Computer Engineering, Electrical Engineering, and Computer Science. Renowned for its thoroughness and readability, this well-organized and completely up-to-date text remains the most comprehensive treatment of neural networks from an engineering perspective. Refocused, revised ...
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Digital Communications
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Simon Haykin
Offering comprehensive, up-to-date coverage on the principles of digital communications, this book focuses on basic issues, relating theory to practice wherever possible. Numerous examples, worked out in detail, have been included to help the reader develop an intuitive grasp of the theory. Topics covered include the sampling process, digital ...
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Intelligent Signal Processing
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Simon Haykin (Editor), Bart Kosko, Ph.D. (Editor)
"IEEE Press is proud to present the first selected reprint volume devoted to the new field of intelligent signal processing (ISP). ISP differs fundamentally from the classical approach to statistical signal processing in that the input-output behavior of a complex system is modeled by using "intelligent" or "model-free" techniques, rather than ...
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Nonlinear Dynamical Systems: Feedforward Neural Network Perspectives
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Simon Haykin, Irwin W Sandberg, James T Lo
The first truly up-to-date look at the theory and capabilities of nonlinear dynamical systems that take the form of feedforward neural network structures Considered one of the most important types of structures in the study of neural networks and neural-like networks, feedforward networks incorporating dynamical elements have important properties ...
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Correlative Learning: A Basis for Brain and Adaptive Systems
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Zhe Chen, Simon Haykin, Jos J Eggermont
"Correlative Learning: A Basis for Brain and Adaptive Systems" provides a bridge between three disciplines: computational neuroscience, neural networks, and signal processing. First, the authors lay down the preliminary neuroscience background for engineers. The book also presents an overview of the role of correlation in the human brain as well ...
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New Directions in Statistical Signal Processing: From Systems to Brains
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Simon Haykin (Editor), Jose C Principe (Editor), Terrence J Sejnowski (Editor)
Leading researchers in signal processing and neural computation present work aimed at promoting the interaction and cross-fertilization between the two fields. Signal processing and neural computation have separately and significantly influenced many disciplines, but the cross-fertilization of the two fields has begun only recently. Research now ...
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Modern Wireless Communications
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Simon Haykin, Michael Moher
For courses in Wireless Communication. This text provides a self-motivating introduction to wireless communications; it presents topics in a manner consistent with their natural evolution, based on the principle of increasing spectral efficiency of the radio transmission. Wireless Systems begins with a discussion of FDMA systems and follows the ...
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Regularized Radial Basis Function Networks: Theory and Applications
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Paul Yee, Paul Van Yee, Simon Haykin
Simon Haykin is a well-known author of books on neural networks. An authoritative book dealing with cutting edge technology. This book has no competition.
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Chaotic Dynamics of Sea Clutter
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Simon Haykin, Sadasivan Puthusserypady
Chaotic dynamics of sea clutter boasts important applications in a number of fields, including weather radar systems, which are intensely studied at major universities. This book presents a detailed account of chaotic dynamics of sea clutter, using real-life sea clutter data rather than simulated data, and drawing on eight years of research by one ...
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Adaptive Radar Signal Processing
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Simon Haykin (Editor)
This collaborative work presents the results of over twenty years of pioneering research by Professor Simon Haykin and his colleagues, dealing with the use of adaptive radar signal processing to account for the nonstationary nature of the environment. These results have profound implications for defense-related signal processing and remote sensing ...
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Signals and Systems, 2005 Interactive Solutions Edition
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Barry Van Veen, Simon Haykin
Design and MATLAB concepts have been integrated in text. Integrates applications as it relates signals to a remote sensing system, a controls system, radio astronomy, a biomedical system and seismology.
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Neural Networks: A Comprehensive Foundation
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Simon Haykin
For graduate-level neural network courses offered in the departments of Computer Engineering, Electrical Engineering, and Computer Science. Renowned for its thoroughness and readability, this well-organized and completely up-to-date text remains the most comprehensive treatment of neural networks from an engineering perspective. Thoroughly ...
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Space-Time Layered Information Processing for Wireless Communications
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by
Mathini Sellathurai, Simon Haykin
Discover cutting-edge research in wireless communications. This book presents cutting-edge research in wireless communications, particularly in the fast-growing subject of multiple-input multiple-output (MIMO) wireless communication systems. It begins with an introduction, which includes historical notes and a review of turbo-information ...
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Selected topics in signal processing
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Simon S Haykin
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Kalman Filtering and Neural Networks
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Simon Haykin
State-of-the-art coverage of Kalman filter methods for the design of neural networks This self-contained book consists of seven chapters by expert contributors that discuss Kalman filtering as applied to the training and use of neural networks. Although the traditional approach to the subject is almost always linear, this book recognizes and deals ...
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Unervised Adaptive Filtering, Blind Deconvolution
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Simon Haykin (Editor)
A complete, one-stop reference on the state of the art of unsupervised adaptive filtering While unsupervised adaptive filtering has its roots in the 1960s, more recent advances in signal processing, information theory, imaging, and remote sensing have made this a hot area for research in several diverse fields. This book brings together cutting ...
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Least-Mean-Square Adaptive Filters
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Simon Haykin (Editor), Bernard Widrow
Edited by the original inventor of the technology. Includes contributions by the foremost experts in the field. The only book to cover these topics together.
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Array Signal Processing
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Simon S Haykin
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Advances in Spectrum Analysis & Array Processing
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Simon Haykin
This two-volume set is a contribution to the subject of spectrum analysis and array processing, the methods and applications of which have been through a period of consolidations and advances in recent years. The books provide detailed discussion of fundamental issues in spectrum analysis and array processing; detailed treatments of popular and ...
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Transistor circuits in electronics : basic principles for amplifier, oscillator and switching applications.
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S. S. Haykin, R. Barrett
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Introduction to adaptive filters
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Simon S. Haykin
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